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2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

citation-role summary

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citation-polarity summary

fields

cs.LG 1 cs.RO 1

years

2026 2

verdicts

UNVERDICTED 2

roles

background 1

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background 1

representative citing papers

Point Cloud Sequence Encoding for Material-conditioned Graph Network Simulators

cs.LG · 2026-05-20 · unverdicted · novelty 6.0

PEACH uses a novel spatio-temporal point cloud sequence encoder plus auxiliary supervision to enable zero-shot adaptation of graph network simulators to unseen physical properties, outperforming mesh-based baselines in simulation accuracy while being more deployable for real scenes.

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Showing 2 of 2 citing papers.

  • Point Cloud Sequence Encoding for Material-conditioned Graph Network Simulators cs.LG · 2026-05-20 · unverdicted · none · ref 25

    PEACH uses a novel spatio-temporal point cloud sequence encoder plus auxiliary supervision to enable zero-shot adaptation of graph network simulators to unseen physical properties, outperforming mesh-based baselines in simulation accuracy while being more deployable for real scenes.

  • Nautilus: From One Prompt to Plug-and-Play Robot Learning cs.RO · 2026-05-12 · unverdicted · none · ref 29

    NAUTILUS is a prompt-driven harness that automates plug-and-play adapters, typed contracts, and validation for policies, benchmarks, and robots in learning research.